Mining Drifting Data

Automated learning in changing environments with limited feedback

von Tegjyot Singh Sethi

156 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Data is no longer stationary assumed to be lying in large stores waiting to be analyzed. Instead, it is now being viewed as a continuously stream, pouring in and constantly changing. Therefore, modern models for data mining have to have an inherent capability - Adaptability. This book presents a novel framework for mining streams, which is capable of automatically detecting and adapting to various types of changes in data, by integrating limited feedback from domain experts.

• Themen: Mathematik und Naturwissenschaften Mathematik Mathematische Analysis, allgemein
• ISBN: 9783659692765
• Sprache: Englisch
• Erscheinungsdatum: 22.04.2015
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing